Thursday, September 25, 2025
HomeLanguagesPython | Pandas TimedeltaIndex.isna

Python | Pandas TimedeltaIndex.isna

Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric python packages. Pandas is one of those packages and makes importing and analyzing data much easier.

Pandas TimedeltaIndex.isna() function detect all the missing values from the given TimedeltaIndex object.

Syntax : TimedeltaIndex.isna()

Parameters : None

Return : array object

Example #1: Use TimedeltaIndex.isna() function to detect all the missing values from the given TimedeltaIndex object.




# importing pandas as pd
import pandas as pd
  
# Create the TimedeltaIndex object
tidx = pd.TimedeltaIndex(data =['06:05:01.000030', None, '22 day 2 min 3us 10ns',
                                   '+23:59:59.999999', None, '+12:19:59.999999'])
  
# Print the TimedeltaIndex object
print(tidx)


Output :

Now we will use the TimedeltaIndex.isna() function to detect all the missing values from the tidx object.




# find all missing values
tidx.isna()


Output :

As we can see in the output, the TimedeltaIndex.isna() function has returned an array object which contains True value corresponding to the missing values.
 
Example #2: Use TimedeltaIndex.isna() function to detect all the missing values from the given TimedeltaIndex object.




# importing pandas as pd
import pandas as pd
  
# Create the TimedeltaIndex object
tidx = pd.TimedeltaIndex(data =[None, '1 days 06:05:01.000030', None,
                       '1 days 02:00:00', '21 days 06:15:01.000030'])
  
# Print the TimedeltaIndex object
print(tidx)


Output :

Now we will use the TimedeltaIndex.isna() function to detect all the missing values from the tidx object.




# find all missing values
tidx.isna()


Output :

As we can see in the output, the TimedeltaIndex.isna() function has returned an array object which contains True value corresponding to the missing values.

Dominic
Dominichttp://wardslaus.com
infosec,malicious & dos attacks generator, boot rom exploit philanthropist , wild hacker , game developer,
RELATED ARTICLES

Most Popular

Dominic
32320 POSTS0 COMMENTS
Milvus
84 POSTS0 COMMENTS
Nango Kala
6683 POSTS0 COMMENTS
Nicole Veronica
11854 POSTS0 COMMENTS
Nokonwaba Nkukhwana
11910 POSTS0 COMMENTS
Shaida Kate Naidoo
6795 POSTS0 COMMENTS
Ted Musemwa
7071 POSTS0 COMMENTS
Thapelo Manthata
6755 POSTS0 COMMENTS
Umr Jansen
6762 POSTS0 COMMENTS